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# Hi3DGen: High-fidelity 3D Geometry Generation from Images via Normal Bridging
<div align="center">
<p style='text-align: center;'>
<strong>V0.1, Introduced By
<a href="https://gaplab.cuhk.edu.cn/" target="_blank">GAP Lab</a> from CUHKSZ and
<a href="https://www.nvsgames.cn/" target="_blank">Game-AIGC Team</a> from ByteDance</strong>
</p>
<div class="is-size-5 publication-authors">
<span class="author-block"><a href="https://github.com/hugoycj">Chongjie Ye</a><sup>1,2*</sup>,</span>
<span class="author-block"><a href="https://yushuang-wu.github.io">Yushuang Wu</a><sup>2*</sup>,</span>
<span class="author-block"><a href="" onclick="return false;">Ziteng Lu</a><sup>1</sup>,</span>
<span class="author-block"><a href="https://scholar.google.com/citations?hl=en&user=HA5zLp4AAAAJ">Jiahao Chang</a><sup>1</sup>,</span>
<span class="author-block"><a href="" onclick="return false;">Xiaoyang Guo</a><sup>2</sup>,</span>
<span class="author-block"><a href="https://scholar.google.com/citations?hl=en&user=qn61WqgAAAAJ">Jiaqing Zhou</a><sup>2</sup>,</span>
<span class="author-block"><a href="https://sites.google.com/view/fromandto">Hao Zhao</a><sup>3</sup>,</span>
<span class="author-block"><a href="https://gaplab.cuhk.edu.cn">Xiaoguang Han</a><sup>1#</sup></span>
</div>
<div class="is-size-5 publication-authors">
<span class="author-block"><sup>1</sup>The Chinese University of Hong Kong, Shenzhen,&nbsp;&nbsp;</span>
<span class="author-block"><sup>2</sup>ByteDance,&nbsp;&nbsp;</span>
<span class="author-block"><sup>3</sup>AIR, Tsinghua University</span>
</div>
![teaser-1](assets/teaser.gif)
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Hi3DGen target at generating high-fidelity 3D geometry from images using normal maps as an intermediate representation. The framework addresses limitations in existing methods that struggle to reproduce fine-grained geometric details from 2D inputs.
## News
**[April 13, 2025]** 🚀 Hi3DGen v0.1 Released! 🔥🔥🔥 Hi3DGen-MV is still under training, we expect to release it by April 20th. Model Offloading for compatible 8 GB GPU memory is expected by April 17th.
## Installation
Clone the repo:
```bash